Patents by Inventor Rinku Saha

Rinku Saha has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • System and method for labelling data for trigger identification
    Patent number: 11921821
    Abstract: A system and method is described for labelling data for trigger identification. The system and method comprising receiving data, transforming the data, extracting content from the data, processing data content through a classification machine learning model to receive a label, and trigger a secondary system based on the label. The system and method may further include maintaining a database of labeled data.
    Type: Grant
    Filed: April 20, 2022
    Date of Patent: March 5, 2024
    Assignee: TRUIST BANK
    Inventors: Brian Franklin Kramer, Kevin Green, Kenneth William Cluff, Rinku Saha
  • SYSTEM AND METHOD FOR TRAINING A MACHINE LEARNING MODEL TO LABEL DATA FOR TRIGGER IDENTIFICATION
    Publication number: 20230342426
    Abstract: A system and method is described for training a machine learning model to label data for trigger identification. The system and method comprising receiving data from a database, extracting content from the data, transforming the data, clustering the data, labeling the data, creating a training dataset and a test data set, and training a classification machine learning model to label data accordingly to identify a trigger.
    Type: Application
    Filed: April 20, 2022
    Publication date: October 26, 2023
    Applicant: Truist Bank
    Inventors: Brian Franklin Kramer, Kevin Green, Kenneth William Cluff, Rinku Saha
  • SYSTEM AND METHOD FOR LABELLING DATA FOR TRIGGER IDENTIFICATION
    Publication number: 20230342428
    Abstract: A system and method is described for labelling data for trigger identification. The system and method comprising receiving data, transforming the data, extracting content from the data, processing data content through a classification machine learning model to receive a label, and trigger a secondary system based on the label. The system and method may further include maintaining a database of labeled data.
    Type: Application
    Filed: April 20, 2022
    Publication date: October 26, 2023
    Applicant: Truist Bank
    Inventors: Brian Franklin Kramer, Kevin Green, Kenneth William Cluff, Rinku Saha